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VCell Org Retrospective (since September 2018)

A comprehensive historical retrospective and feature timeline of Virtual Cell
across the virtualcell and cam-center (Langevin / SpringSaLaD) GitHub orgs,
covering 2018-09-01 → 2026-06. Modeled on the BioSimulations org retrospective.

Everything is code-first / diff-led: diffs, releases, and tags are ground
truth; PRs and the project board are corroborating hints only (VCell adopted a
PR-based workflow only ~2022, so the first four years are reconstructed from
releases/tags/commits).

What's here (docs/retrospective/)

  • README.md — folder index / reading order.
  • 00-executive-summary.md — six eras, by-the-numbers, compact catalog, key people.
  • 01-timeline.md — org-wide chronological narrative + key architectural transitions.
  • catalog.md — code-first summary + stats for all 28 repos (7 groups).
  • repos/*.md — 15 detailed, diff-led per-repo entries (the source the
    top-level docs are synthesized from, so summary and detail can't drift).
  • METHODOLOGY.md — evidence hierarchy, phases, provenance, reproduction.
  • DECISIONS.md — non-trivial decisions + diff-discovered catalog corrections (for review).
  • data/ — raw gh-pulled provenance snapshots (regenerable).

Scope

  • 28 repositories, 2 orgs, ~1,155 in-scope PRs (1,074 non-bot); vcell dominates at 821.
  • Forks noted but not deep-dived (openapi-generator, vcell-jsbml, etc.).

How it was produced

Phase 0 data foundation → Phase 1a code-first catalog → Phase 1b parallel,
diff-led per-repo research → Phase 2 synthesis. Per-repo research surfaced several
diff-verified corrections to first-pass assumptions (staggered ~2-year solver
extraction; pyvcell origin 2024-08; vcdb is a published-BioModels data
repo; vcell-fenics is an experimental ~11-day agent-driven sprint; libvcell
packages the Java core via GraalVM native-image; VCell-AI uses OpenAI/Azure) —
all captured in DECISIONS.md and folded into the catalog.

🤖 Generated with Claude Code

jcschaff and others added 3 commits June 25, 2026 09:49
WIP checkpoint for the VCell org retrospective (since 2018-09).

- Phase 0 data foundation: PR metadata, contributors, releases, READMEs,
  languages for all 28 in-scope repos; org Project #1 (1,220 items);
  repo inventories; provenance README.
- Phase 1a: catalog.md with code-first summaries for all repos in 7 groups
  plus a stats table.
- HANDOFF.md: full plan/decisions/state so the task can resume autonomously.

Remaining: per-repo diff-led timelines (repos/*.md) + synthesis
(00-executive-summary, 01-timeline, METHODOLOGY) + draft PR.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Per-repo entries (repos/*.md) for all 28 in-scope repositories, grouped into
15 files. Each is code-first and diff-led per the evidence hierarchy (diffs >
releases/tags > README > project board > PR/commit messages): project
background, themed-milestone timeline, notable-PRs table, contributors, and
tech/stack notes. Direct-commit (0-PR) repos reconstructed from git history.

DECISIONS.md records non-trivial scope/grouping choices and the material
diff-discovered corrections to the Phase-1a catalog.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Top-level docs synthesized FROM the per-repo entries so summary and detail
cannot drift:
- 00-executive-summary.md: eras, by-the-numbers, compact catalog, key people
- 01-timeline.md: org-wide chronological narrative + key architectural transitions
- METHODOLOGY.md: evidence hierarchy, phases, provenance, reproduction
- README.md: folder index / reading order

Surgical catalog.md corrections from diff-verified findings (staggered ~2-year
solver extraction; pyvcell origin 2024-08; vcdb is a published-BioModels data
repo; vcell-fenics is an experimental agent-driven sprint). Removed HANDOFF.md
(autonomous run complete).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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